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math.OC2018
User preferences in Bayesian multi-objective optimization: the expected weighted hypervolume improvement criterion
Paul Feliot, Julien Bect, Emmanuel Vazquez
In this article, we present a framework for taking into account user preferences in multi-objective Bayesian optimization in the case where the objectives are expensive-to-evaluate…
math.OC2016
Design of a commercial aircraft environment control system using Bayesian optimization techniques
Paul Feliot, Yves Le Guennec, Julien Bect +1
In this paper, we present the application of a recently developed algorithm for Bayesian multi-objective optimization to the design of a commercial aircraft environment control sys…